Overview

Dataset Statistics

Number of Variables 31
Number of Rows 195
Missing Cells 82
Missing Cells (%) 1.4%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 59.1 KB
Average Row Size in Memory 310.5 B
Variable Types
  • DateTime: 2
  • Numerical: 28
  • Categorical: 1

Dataset Insights

H01 and H02 have similar distributions Similar Distribution
H01 and H07 have similar distributions Similar Distribution
H02 and H03 have similar distributions Similar Distribution
H02 and H04 have similar distributions Similar Distribution
H02 and H06 have similar distributions Similar Distribution
H03 and H04 have similar distributions Similar Distribution
H03 and H05 have similar distributions Similar Distribution
H03 and DAY_MIN have similar distributions Similar Distribution
H04 and H05 have similar distributions Similar Distribution
H04 and DAY_MIN have similar distributions Similar Distribution
H05 and DAY_MIN have similar distributions Similar Distribution
H08 and H24 have similar distributions Similar Distribution
H09 and H10 have similar distributions Similar Distribution
H09 and H11 have similar distributions Similar Distribution
H09 and H12 have similar distributions Similar Distribution
H09 and H14 have similar distributions Similar Distribution
H09 and H21 have similar distributions Similar Distribution
H09 and H22 have similar distributions Similar Distribution
H09 and H23 have similar distributions Similar Distribution
H09 and DAY_MEAN have similar distributions Similar Distribution
H10 and H11 have similar distributions Similar Distribution
H10 and H12 have similar distributions Similar Distribution
H10 and H13 have similar distributions Similar Distribution
H10 and H14 have similar distributions Similar Distribution
H10 and H21 have similar distributions Similar Distribution
H10 and H22 have similar distributions Similar Distribution
H10 and H23 have similar distributions Similar Distribution
H10 and DAY_MEAN have similar distributions Similar Distribution
H11 and H12 have similar distributions Similar Distribution
H11 and H13 have similar distributions Similar Distribution
H11 and H14 have similar distributions Similar Distribution
H11 and H15 have similar distributions Similar Distribution
H11 and H16 have similar distributions Similar Distribution
H11 and H20 have similar distributions Similar Distribution
H11 and H21 have similar distributions Similar Distribution
H11 and H22 have similar distributions Similar Distribution
H11 and H23 have similar distributions Similar Distribution
H11 and DAY_MEAN have similar distributions Similar Distribution
H12 and H13 have similar distributions Similar Distribution
H12 and H14 have similar distributions Similar Distribution
H12 and H15 have similar distributions Similar Distribution
H12 and H21 have similar distributions Similar Distribution
H12 and H22 have similar distributions Similar Distribution
H12 and DAY_MEAN have similar distributions Similar Distribution
H13 and H14 have similar distributions Similar Distribution
H14 and H15 have similar distributions Similar Distribution
H14 and H21 have similar distributions Similar Distribution
H14 and DAY_MEAN have similar distributions Similar Distribution
H15 and H16 have similar distributions Similar Distribution
H15 and H19 have similar distributions Similar Distribution
H15 and H20 have similar distributions Similar Distribution
H15 and H21 have similar distributions Similar Distribution
H16 and H17 have similar distributions Similar Distribution
H16 and H18 have similar distributions Similar Distribution
H16 and H19 have similar distributions Similar Distribution
H16 and H20 have similar distributions Similar Distribution
H16 and H21 have similar distributions Similar Distribution
H17 and H18 have similar distributions Similar Distribution
H17 and H19 have similar distributions Similar Distribution
H17 and H20 have similar distributions Similar Distribution
H17 and DAY_MAX have similar distributions Similar Distribution
H18 and H19 have similar distributions Similar Distribution
H18 and H20 have similar distributions Similar Distribution
H18 and DAY_MAX have similar distributions Similar Distribution
H19 and H20 have similar distributions Similar Distribution
H19 and DAY_MAX have similar distributions Similar Distribution
H20 and H21 have similar distributions Similar Distribution
H20 and DAY_MAX have similar distributions Similar Distribution
H21 and H22 have similar distributions Similar Distribution
H21 and DAY_MEAN have similar distributions Similar Distribution
H22 and H23 have similar distributions Similar Distribution
H22 and DAY_MEAN have similar distributions Similar Distribution
H23 and H24 have similar distributions Similar Distribution
H23 and DAY_MEAN have similar distributions Similar Distribution
DAY_SUM has 81 (41.54%) missing values Missing
H01 is skewed Skewed
H02 is skewed Skewed
H03 is skewed Skewed
H04 is skewed Skewed
H05 is skewed Skewed
H06 is skewed Skewed
H07 is skewed Skewed
H08 is skewed Skewed
H09 is skewed Skewed
H10 is skewed Skewed
H11 is skewed Skewed
H12 is skewed Skewed
H13 is skewed Skewed
H14 is skewed Skewed
H15 is skewed Skewed
H16 is skewed Skewed
H17 is skewed Skewed
H18 is skewed Skewed
H19 is skewed Skewed
H20 is skewed Skewed
H21 is skewed Skewed
H22 is skewed Skewed
H23 is skewed Skewed
H24 is skewed Skewed
DAY_MAX is skewed Skewed
DAY_MIN is skewed Skewed
DAY_MEAN is skewed Skewed
DAY_SUM is skewed Skewed
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
  • 10
  • 11

Variables


DT

datetime

Distinct Count 194.2877
Approximate Unique (%) 99.6%
Missing 0
Missing (%) 0.0%
Memory Size 1.6 KB
Minimum 2020-04-20 00:00:00
Maximum 2021-01-05 00:00:00

H01

numerical

Approximate Distinct Count 170
Approximate Unique (%) 87.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 165.815
Minimum 0
Maximum 5976
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H01 is skewed right (γ1 = 6.9394)

Quantile Statistics

Minimum 0
5-th Percentile 47.856
Q1 49.24
Median 54.43
Q3 62.665
95-th Percentile 67.016
Maximum 5976
Range 5976
IQR 13.425

Descriptive Statistics

Mean 165.815
Standard Deviation 783.2278
Variance 613445.7901
Sum 32333.9239
Skewness 6.9394
Kurtosis 46.7824
Coefficient of Variation 4.7235
  • H01 is not normally distributed (p-value 4.289841120988572e-25)
  • H01 has 11 outliers

H02

numerical

Approximate Distinct Count 173
Approximate Unique (%) 88.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 163.6894
Minimum 0
Maximum 6542
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H02 is skewed right (γ1 = 6.7506)

Quantile Statistics

Minimum 0
5-th Percentile 47.135
Q1 48.955
Median 53.36
Q3 58.84
95-th Percentile 66.943
Maximum 6542
Range 6542
IQR 9.885

Descriptive Statistics

Mean 163.6894
Standard Deviation 710.39
Variance 504653.9763
Sum 31919.4341
Skewness 6.7506
Kurtosis 47.2212
Coefficient of Variation 4.3399
  • H02 is not normally distributed (p-value 4.296006655348497e-25)
  • H02 has 11 outliers

H03

numerical

Approximate Distinct Count 163
Approximate Unique (%) 83.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 89.9302
Minimum 0
Maximum 4710
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H03 is skewed right (γ1 = 11.9459)

Quantile Statistics

Minimum 0
5-th Percentile 46.917
Q1 48.755
Median 52.48
Q3 56.93
95-th Percentile 66.453
Maximum 4710
Range 4710
IQR 8.175

Descriptive Statistics

Mean 89.9302
Standard Deviation 352.3729
Variance 124166.6891
Sum 17536.3958
Skewness 11.9459
Kurtosis 151.061
Coefficient of Variation 3.9183
  • H03 is not normally distributed (p-value 4.2636541316382e-25)
  • H03 has 12 outliers

H04

numerical

Approximate Distinct Count 162
Approximate Unique (%) 83.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 173.0791
Minimum 0
Maximum 6444
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H04 is skewed right (γ1 = 6.8936)

Quantile Statistics

Minimum 0
5-th Percentile 46.76
Q1 48.4
Median 52.22
Q3 56.46
95-th Percentile 65.002
Maximum 6444
Range 6444
IQR 8.06

Descriptive Statistics

Mean 173.0791
Standard Deviation 826.8495
Variance 683680.0379
Sum 33750.433
Skewness 6.8936
Kurtosis 46.2638
Coefficient of Variation 4.7773
  • H04 is not normally distributed (p-value 4.269498526428643e-25)
  • H04 has 12 outliers

H05

numerical

Approximate Distinct Count 151
Approximate Unique (%) 77.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 253.4849
Minimum 0
Maximum 9939
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H05 is skewed right (γ1 = 6.3654)

Quantile Statistics

Minimum 0
5-th Percentile 46.913
Q1 48.79
Median 52.22
Q3 55.805
95-th Percentile 65.03
Maximum 9939
Range 9939
IQR 7.015

Descriptive Statistics

Mean 253.4849
Standard Deviation 1276.1551
Variance 1.6286e+06
Sum 49429.5632
Skewness 6.3654
Kurtosis 39.5365
Coefficient of Variation 5.0344
  • H05 is not normally distributed (p-value 4.296006655348435e-25)
  • H05 has 14 outliers

H06

numerical

Approximate Distinct Count 165
Approximate Unique (%) 84.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 127.2549
Minimum 0
Maximum 7000
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H06 is skewed right (γ1 = 9.6649)

Quantile Statistics

Minimum 0
5-th Percentile 47.532
Q1 49.285
Median 52.4
Q3 58.77
95-th Percentile 66.498
Maximum 7000
Range 7000
IQR 9.485

Descriptive Statistics

Mean 127.2549
Standard Deviation 635.463
Variance 403813.1613
Sum 24814.71
Skewness 9.6649
Kurtosis 94.2652
Coefficient of Variation 4.9936
  • H06 is not normally distributed (p-value 4.296006655348435e-25)
  • H06 has 11 outliers

H07

numerical

Approximate Distinct Count 173
Approximate Unique (%) 88.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 169.623
Minimum 0
Maximum 5712
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H07 is skewed right (γ1 = 6.7632)

Quantile Statistics

Minimum 0
5-th Percentile 48.076
Q1 50.03
Median 53.66
Q3 61.605
95-th Percentile 67.81
Maximum 5712
Range 5712
IQR 11.575

Descriptive Statistics

Mean 169.623
Standard Deviation 800.4112
Variance 640658.0314
Sum 33076.48
Skewness 6.7632
Kurtosis 43.7519
Coefficient of Variation 4.7188
  • H07 is not normally distributed (p-value 4.3292584400829e-25)
  • H07 has 11 outliers

H08

numerical

Approximate Distinct Count 176
Approximate Unique (%) 90.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 130.9321
Minimum 0
Maximum 3518
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H08 is skewed right (γ1 = 6.6165)

Quantile Statistics

Minimum 0
5-th Percentile 48.124
Q1 50.18
Median 54.84
Q3 66.07
95-th Percentile 72.282
Maximum 3518
Range 3518
IQR 15.89

Descriptive Statistics

Mean 130.9321
Standard Deviation 492.5336
Variance 242589.3277
Sum 25531.75
Skewness 6.6165
Kurtosis 42.254
Coefficient of Variation 3.7617
  • H08 is not normally distributed (p-value 4.7645290534951955e-25)
  • H08 has 11 outliers

H09

numerical

Approximate Distinct Count 177
Approximate Unique (%) 90.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 195.3117
Minimum 0
Maximum 5823
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H09 is skewed right (γ1 = 6.1569)

Quantile Statistics

Minimum 0
5-th Percentile 47.978
Q1 50.88
Median 56.13
Q3 68.565
95-th Percentile 80.216
Maximum 5823
Range 5823
IQR 17.685

Descriptive Statistics

Mean 195.3117
Standard Deviation 855.6656
Variance 732163.618
Sum 38085.78
Skewness 6.1569
Kurtosis 36.3724
Coefficient of Variation 4.381
  • H09 is not normally distributed (p-value 4.296006655348497e-25)
  • H09 has 11 outliers

H10

numerical

Approximate Distinct Count 178
Approximate Unique (%) 91.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 229.5817
Minimum 0
Maximum 9788
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H10 is skewed right (γ1 = 6.6989)

Quantile Statistics

Minimum 0
5-th Percentile 47.33
Q1 51.005
Median 57.18
Q3 67.975
95-th Percentile 81.779
Maximum 9788
Range 9788
IQR 16.97

Descriptive Statistics

Mean 229.5817
Standard Deviation 1095.3493
Variance 1.1998e+06
Sum 44768.43
Skewness 6.6989
Kurtosis 46.0099
Coefficient of Variation 4.7711
  • H10 is not normally distributed (p-value 4.296006655348497e-25)
  • H10 has 11 outliers

H11

numerical

Approximate Distinct Count 178
Approximate Unique (%) 91.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 179.6697
Minimum 0
Maximum 8470
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H11 is skewed right (γ1 = 7.6175)

Quantile Statistics

Minimum 0
5-th Percentile 47.644
Q1 50.975
Median 57.62
Q3 68.66
95-th Percentile 81.828
Maximum 8470
Range 8470
IQR 17.685

Descriptive Statistics

Mean 179.6697
Standard Deviation 804.8707
Variance 647816.7761
Sum 35035.6
Skewness 7.6175
Kurtosis 64.3663
Coefficient of Variation 4.4797
  • H11 is not normally distributed (p-value 4.335909750355141e-25)
  • H11 has 11 outliers

H12

numerical

Approximate Distinct Count 180
Approximate Unique (%) 92.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 169.7435
Minimum 0
Maximum 4965
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H12 is skewed right (γ1 = 6.2819)

Quantile Statistics

Minimum 0
5-th Percentile 47.027
Q1 49.965
Median 57.6
Q3 68.73
95-th Percentile 81.803
Maximum 4965
Range 4965
IQR 18.765

Descriptive Statistics

Mean 169.7435
Standard Deviation 700.929
Variance 491301.4426
Sum 33099.99
Skewness 6.2819
Kurtosis 38.2328
Coefficient of Variation 4.1293
  • H12 is not normally distributed (p-value 4.296006655348435e-25)
  • H12 has 11 outliers

H13

numerical

Approximate Distinct Count 172
Approximate Unique (%) 88.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 220.7906
Minimum 0
Maximum 8730
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H13 is skewed right (γ1 = 7.2067)

Quantile Statistics

Minimum 0
5-th Percentile 46.448
Q1 49.3
Median 57.9
Q3 66.865
95-th Percentile 80.496
Maximum 8730
Range 8730
IQR 17.565

Descriptive Statistics

Mean 220.7906
Standard Deviation 1107.3302
Variance 1.2262e+06
Sum 43054.17
Skewness 7.2067
Kurtosis 51.6816
Coefficient of Variation 5.0153
  • H13 is not normally distributed (p-value 4.296006655348435e-25)
  • H13 has 11 outliers

H14

numerical

Approximate Distinct Count 178
Approximate Unique (%) 91.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 206.6129
Minimum 0
Maximum 8204
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H14 is skewed right (γ1 = 6.4788)

Quantile Statistics

Minimum 0
5-th Percentile 46.969
Q1 50
Median 58.93
Q3 68.795
95-th Percentile 82.096
Maximum 8204
Range 8204
IQR 18.795

Descriptive Statistics

Mean 206.6129
Standard Deviation 934.4181
Variance 873137.1635
Sum 40289.51
Skewness 6.4788
Kurtosis 42.4628
Coefficient of Variation 4.5226
  • H14 is not normally distributed (p-value 4.296006655348497e-25)
  • H14 has 11 outliers

H15

numerical

Approximate Distinct Count 179
Approximate Unique (%) 91.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 232.3632
Minimum 0
Maximum 9255
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H15 is skewed right (γ1 = 6.7067)

Quantile Statistics

Minimum 0
5-th Percentile 47.36
Q1 51.09
Median 59.75
Q3 69.36
95-th Percentile 82.462
Maximum 9255
Range 9255
IQR 18.27

Descriptive Statistics

Mean 232.3632
Standard Deviation 1136.1382
Variance 1.2908e+06
Sum 45310.83
Skewness 6.7067
Kurtosis 43.9974
Coefficient of Variation 4.8895
  • H15 is not normally distributed (p-value 4.296006655348497e-25)
  • H15 has 11 outliers

H16

numerical

Approximate Distinct Count 177
Approximate Unique (%) 90.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 131.5118
Minimum 0
Maximum 8099
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H16 is skewed right (γ1 = 11.6663)

Quantile Statistics

Minimum 0
5-th Percentile 47.867
Q1 51.83
Median 60.58
Q3 69.855
95-th Percentile 82.508
Maximum 8099
Range 8099
IQR 18.025

Descriptive Statistics

Mean 131.5118
Standard Deviation 612.2984
Variance 374909.276
Sum 25644.8
Skewness 11.6663
Kurtosis 146.2764
Coefficient of Variation 4.6558
  • H16 is not normally distributed (p-value 4.296006655348435e-25)
  • H16 has 11 outliers

H17

numerical

Approximate Distinct Count 174
Approximate Unique (%) 89.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 240.4695
Minimum 0
Maximum 8393
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H17 is skewed right (γ1 = 6.1746)

Quantile Statistics

Minimum 0
5-th Percentile 48.693
Q1 52.16
Median 61.33
Q3 70.115
95-th Percentile 82.539
Maximum 8393
Range 8393
IQR 17.955

Descriptive Statistics

Mean 240.4695
Standard Deviation 1121.4274
Variance 1.2576e+06
Sum 46891.56
Skewness 6.1746
Kurtosis 36.8836
Coefficient of Variation 4.6635
  • H17 is not normally distributed (p-value 4.296006655348435e-25)
  • H17 has 11 outliers

H18

numerical

Approximate Distinct Count 177
Approximate Unique (%) 90.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 223.1462
Minimum 0
Maximum 8805
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H18 is skewed right (γ1 = 7.1403)

Quantile Statistics

Minimum 0
5-th Percentile 49.184
Q1 52
Median 61.16
Q3 69.92
95-th Percentile 82.502
Maximum 8805
Range 8805
IQR 17.92

Descriptive Statistics

Mean 223.1462
Standard Deviation 1130.621
Variance 1.2783e+06
Sum 43513.5
Skewness 7.1403
Kurtosis 50.0972
Coefficient of Variation 5.0667
  • H18 is not normally distributed (p-value 4.296006655348497e-25)
  • H18 has 11 outliers

H19

numerical

Approximate Distinct Count 175
Approximate Unique (%) 89.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 245.1544
Minimum 0
Maximum 9631
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H19 is skewed right (γ1 = 6.3854)

Quantile Statistics

Minimum 0
5-th Percentile 49.49
Q1 52
Median 63.18
Q3 69.75
95-th Percentile 82.088
Maximum 9631
Range 9631
IQR 17.75

Descriptive Statistics

Mean 245.1544
Standard Deviation 1166.7082
Variance 1.3612e+06
Sum 47805.11
Skewness 6.3854
Kurtosis 40.3083
Coefficient of Variation 4.7591
  • H19 is not normally distributed (p-value 4.296006655348435e-25)
  • H19 has 11 outliers

H20

numerical

Approximate Distinct Count 179
Approximate Unique (%) 91.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 250.7202
Minimum 0
Maximum 8394
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H20 is skewed right (γ1 = 6.2509)

Quantile Statistics

Minimum 0
5-th Percentile 49.442
Q1 51.855
Median 63.52
Q3 69.815
95-th Percentile 80.946
Maximum 8394
Range 8394
IQR 17.96

Descriptive Statistics

Mean 250.7202
Standard Deviation 1196.5106
Variance 1.4316e+06
Sum 48890.43
Skewness 6.2509
Kurtosis 37.6856
Coefficient of Variation 4.7723
  • H20 is not normally distributed (p-value 4.296006655348435e-25)
  • H20 has 11 outliers

H21

numerical

Approximate Distinct Count 178
Approximate Unique (%) 91.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 157.5671
Minimum 0
Maximum 5551
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H21 is skewed right (γ1 = 6.8199)

Quantile Statistics

Minimum 0
5-th Percentile 49.265
Q1 51.16
Median 63.25
Q3 67.68
95-th Percentile 81.137
Maximum 5551
Range 5551
IQR 16.52

Descriptive Statistics

Mean 157.5671
Standard Deviation 649.47
Variance 421811.3102
Sum 30725.58
Skewness 6.8199
Kurtosis 45.9073
Coefficient of Variation 4.1219
  • H21 is not normally distributed (p-value 4.296006655348435e-25)
  • H21 has 11 outliers

H22

numerical

Approximate Distinct Count 172
Approximate Unique (%) 88.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 153.5321
Minimum 0
Maximum 9544
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H22 is skewed right (γ1 = 9.7294)

Quantile Statistics

Minimum 0
5-th Percentile 48.852
Q1 50.525
Median 61.18
Q3 66.39
95-th Percentile 78.989
Maximum 9544
Range 9544
IQR 15.865

Descriptive Statistics

Mean 153.5321
Standard Deviation 933.1737
Variance 870813.1013
Sum 29938.76
Skewness 9.7294
Kurtosis 92.7568
Coefficient of Variation 6.078
  • H22 is not normally distributed (p-value 4.238792215239139e-25)
  • H22 has 8 outliers

H23

numerical

Approximate Distinct Count 173
Approximate Unique (%) 88.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 219.5159
Minimum 0
Maximum 8919
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H23 is skewed right (γ1 = 7.2822)

Quantile Statistics

Minimum 0
5-th Percentile 48.801
Q1 49.915
Median 56.42
Q3 65.615
95-th Percentile 76.753
Maximum 8919
Range 8919
IQR 15.7

Descriptive Statistics

Mean 219.5159
Standard Deviation 1129.7602
Variance 1.2764e+06
Sum 42805.61
Skewness 7.2822
Kurtosis 52.348
Coefficient of Variation 5.1466
  • H23 is not normally distributed (p-value 4.296006655348435e-25)
  • H23 has 11 outliers

H24

numerical

Approximate Distinct Count 161
Approximate Unique (%) 83.0%
Missing 1
Missing (%) 0.5%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 77.5427
Minimum 0
Maximum 1894
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • H24 is skewed right (γ1 = 9.419)

Quantile Statistics

Minimum 0
5-th Percentile 48.7765
Q1 49.81
Median 56.08
Q3 65.47
95-th Percentile 72.3545
Maximum 1894
Range 1894
IQR 15.66

Descriptive Statistics

Mean 77.5427
Standard Deviation 187.7562
Variance 35252.3888
Sum 15043.29
Skewness 9.419
Kurtosis 88.2704
Coefficient of Variation 2.4213
  • H24 is not normally distributed (p-value 4.638812947438197e-25)
  • H24 has 10 outliers

DAY_MAX

numerical

Approximate Distinct Count 182
Approximate Unique (%) 93.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 250.6143
Minimum 0
Maximum 9939
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • DAY_MAX is skewed right (γ1 = 6.5359)

Quantile Statistics

Minimum 0
5-th Percentile 49.601
Q1 52.865
Median 65.45
Q3 71.78
95-th Percentile 83.186
Maximum 9939
Range 9939
IQR 18.915

Descriptive Statistics

Mean 250.6143
Standard Deviation 1201.1009
Variance 1.4426e+06
Sum 48869.79
Skewness 6.5359
Kurtosis 42.6928
Coefficient of Variation 4.7926
  • DAY_MAX is not normally distributed (p-value 4.269498526428643e-25)
  • DAY_MAX has 11 outliers

DAY_MIN

numerical

Approximate Distinct Count 153
Approximate Unique (%) 78.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 102.1611
Minimum 0
Maximum 3952
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • DAY_MIN is skewed right (γ1 = 8.0862)

Quantile Statistics

Minimum 0
5-th Percentile 46.15
Q1 48.265
Median 52.1
Q3 55.52
95-th Percentile 64.403
Maximum 3952
Range 3952
IQR 7.255

Descriptive Statistics

Mean 102.1611
Standard Deviation 409.4826
Variance 167675.9626
Sum 19921.4239
Skewness 8.0862
Kurtosis 64.7142
Coefficient of Variation 4.0082
  • DAY_MIN is not normally distributed (p-value 4.2636541316382e-25)
  • DAY_MIN has 12 outliers

DAY_MEAN

numerical

Approximate Distinct Count 179
Approximate Unique (%) 91.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.0 KB
Mean 182.1007
Minimum 0
Maximum 5798
Zeros 6
Zeros (%) 3.1%
Negatives 0
Negatives (%) 0.0%
  • DAY_MEAN is skewed right (γ1 = 6.1044)

Quantile Statistics

Minimum 0
5-th Percentile 48.444
Q1 50.325
Median 57.6
Q3 67.21
95-th Percentile 74.949
Maximum 5798
Range 5798
IQR 16.885

Descriptive Statistics

Mean 182.1007
Standard Deviation 775.071
Variance 600735.027
Sum 35509.6388
Skewness 6.1044
Kurtosis 35.7567
Coefficient of Variation 4.2563
  • DAY_MEAN is not normally distributed (p-value 4.296006655348435e-25)
  • DAY_MEAN has 11 outliers

DAY_SUM

numerical

Approximate Distinct Count 113
Approximate Unique (%) 99.1%
Missing 81
Missing (%) 41.5%
Infinite 0
Infinite (%) 0.0%
Memory Size 1.8 KB
Mean 1341.6288
Minimum 1149.62
Maximum 1721.1
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • DAY_SUM is skewed right (γ1 = 0.6707)

Quantile Statistics

Minimum 1149.62
5-th Percentile 1163.013
Q1 1197.495
Median 1219.885
Q3 1562.4025
95-th Percentile 1629.6265
Maximum 1721.1
Range 571.48
IQR 364.9075

Descriptive Statistics

Mean 1341.6288
Standard Deviation 187.004
Variance 34970.513
Sum 152945.68
Skewness 0.6707
Kurtosis -1.3185
Coefficient of Variation 0.1394
  • DAY_SUM is not normally distributed (p-value 4.349125161137785e-12)

REG_DT

datetime

Distinct Count 195.2907
Approximate Unique (%) 100.2%
Missing 0
Missing (%) 0.0%
Memory Size 1.6 KB
Minimum 2020-04-20 00:00:00
Maximum 2021-01-05 18:09:46

REG_USER

categorical

Approximate Distinct Count 2
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Memory Size 14.8 KB
  • The largest value (SMPUploadTask) is over 38.0 times larger than the second largest value (admin)

Length

Mean 12.7949
Standard Deviation 1.2677
Median 13
Minimum 5
Maximum 13

Sample

1st row admin
2nd row admin
3rd row admin
4th row admin
5th row admin

Letter

Count 2495
Lowercase Letter 1545
Space Separator 0
Uppercase Letter 950
Dash Punctuation 0
Decimal Number 0
  • The top 2 categories (SMPUploadTask, admin) take over 50.0%
  • The largest value (smpuploadtask) is over 38.0 times larger than the second largest value (admin)

Interactions

Correlations

Missing Values